Toon Calders

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Citations	5513	2891
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Mykola PechenizkiyEindhoven University of TechnologyVerified email at tue.nl
Bart GoethalsProfessor of Computer Science, University of AntwerpVerified email at uantwerp.be
Faisal KamiranInformation Technology University of The PunjabVerified email at itu.edu.pk
Hoang Thanh LamResearch staff, IBM research, Dublin, IrelandVerified email at ie.ibm.com
Cristobal RomeroFull Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
Sicco VerwerDelft University of TechnologyVerified email at tudelft.nl
Torben Bach PedersenProfessor of Computer Science, Aalborg UniversityVerified email at cs.aau.dk
Dr Rohit KumarEurecatVerified email at ulb.ac.be
Julia EfremovaTechnical University of EindhovenVerified email at tue.nl
Elisa FromontProfessor, Université de Rennes 1, FranceVerified email at irisa.fr
Sebastián VenturaProfessor of Computer Science and Artificial Intelligence, University of CordobaVerified email at uco.es
Indrė ŽliobaitėUniversity of HelsinkiVerified email at helsinki.fi
Hendrik BlockeelDepartment of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Bart CustersFull professor of Law and Data Science, eLaw, Leiden UniversityVerified email at law.leidenuniv.nl
Nele DextersStaff Member Bibliometrics, Dept. Research Affairs and Innovation, University of AntwerpVerified email at uantwerpen.be
Fabian MoerchenAmazonVerified email at mybytes.de
Bijan Ranjbar-SahraeiFreelance Data ScientistVerified email at mydataexpert.nl
Alberto AbellóUniversitat Politècnica de CatalunyaVerified email at essi.upc.edu
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolVerified email at google.com
Raymond NgUniversity of British ColumbiaVerified email at cs.ubc.ca

Toon Calders

University of Antwerp

Verified email at uantwerpen.be

Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Three naive Bayes approaches for discrimination-free classification T Calders, S Verwer Data Mining and Knowledge Discovery 21 (2), 277-292, 2010	517	2010
Mining all non-derivable frequent itemsets T Calders, B Goethals European Conference on Principles of Data Mining and Knowledge Discovery, 74-86, 2002	396	2002
Data preprocessing techniques for classification without discrimination F Kamiran, T Calders Knowledge and Information Systems 33 (1), 1-33, 2012	365	2012
Classifying without discriminating F Kamiran, T Calders Computer, Control and Communication, 2009. IC4 2009. 2nd International …, 2009	245	2009
Discrimination aware decision tree learning F Kamiran, T Calders, M Pechenizkiy 2010 IEEE International Conference on Data Mining, 869-874, 2010	227	2010
Building classifiers with independency constraints T Calders, F Kamiran, M Pechenizkiy 2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009	218	2009
Non-derivable itemset mining T Calders, B Goethals Data Mining and Knowledge Discovery 14 (1), 171-206, 2007	182	2007
A survey on condensed representations for frequent sets T Calders, C Rigotti, JF Boulicaut Constraint-based mining and inductive databases, 64-80, 2006	170	2006
Machine learning and knowledge discovery in databases JL Balcázar, F Bonchi, A Gionis, M Sebag LNCS 6321, 2010	138	2010
Classification with no discrimination by preferential sampling F Kamiran, T Calders Proc. 19th Machine Learning Conf. Belgium and The Netherlands, 1-6, 2010	125	2010
Handling conditional discrimination I Žliobaite, F Kamiran, T Calders 2011 IEEE 11th International Conference on Data Mining, 992-1001, 2011	111	2011
Mining compressing sequential patterns HT Lam, F Mörchen, D Fradkin, T Calders Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (1), 34-52, 2014	108	2014
Why unbiased computational processes can lead to discriminative decision procedures T Calders, I Žliobaitė Discrimination and privacy in the information society, 43-57, 2013	103	2013
Introduction to the special section on educational data mining T Calders, M Pechenizkiy Acm Sigkdd Explorations Newsletter 13 (2), 3-6, 2012	99	2012
Applying webmining techniques to execution traces to support the program comprehension process A Zaidman, T Calders, S Demeyer, J Paredaens Ninth European Conference on Software Maintenance and Reengineering, 134-142, 2005	96	2005
Efficient AUC optimization for classification T Calders, S Jaroszewicz European Conference on Principles of Data Mining and Knowledge Discovery, 42-53, 2007	90	2007
Controlling attribute effect in linear regression T Calders, A Karim, F Kamiran, W Ali, X Zhang 2013 IEEE 13th international conference on data mining, 71-80, 2013	88	2013
Drawbacks and solutions of applying association rule mining in learning management systems E García, C Romero, S Ventura, T Calders Proceedings of the International Workshop on Applying Data Mining in e …, 2007	88	2007
Approximation of frequentness probability of itemsets in uncertain data T Calders, C Garboni, B Goethals 2010 IEEE International Conference on Data Mining, 749-754, 2010	87	2010
Discrimination and privacy in the information society BHM Custers, T Calders, BW Schermer, TZ Zarsky Studies in applied philosophy, epistemology and rational ethics 3, 1866	86	1866

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